{"id":4493,"date":"2024-02-15T22:31:01","date_gmt":"2024-02-15T13:31:01","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=4493"},"modified":"2024-02-15T22:31:01","modified_gmt":"2024-02-15T13:31:01","slug":"docker%e4%b8%8a%e3%81%a7apache-airflow%e3%82%92%e6%89%8b%e8%bb%bd%e3%81%ab%e5%a7%8b%e3%82%81%e3%82%8b%e6%96%b9%e6%b3%95","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/docker%e4%b8%8a%e3%81%a7apache-airflow%e3%82%92%e6%89%8b%e8%bb%bd%e3%81%ab%e5%a7%8b%e3%82%81%e3%82%8b%e6%96%b9%e6%b3%95\/","title":{"rendered":"Docker\u4e0a\u3067Apache Airflow\u3092\u624b\u8efd\u306b\u59cb\u3081\u308b\u65b9\u6cd5"},"content":{"rendered":"\n

\u4eca\u56de\u306f\u3001Docker\u3092\u4f7f\u7528\u3057\u3066Apache Airflow\u306e\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u624b\u9806\u3092\u8a73\u7d30\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002Apache Airflow\u306f\u3001\u8907\u96d1\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u3068\u76e3\u8996\u3092\u884c\u3046\u305f\u3081\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30c4\u30fc\u30eb\u3067\u3059\u3002Docker\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u74b0\u5883\u4f9d\u5b58\u6027\u3092\u6392\u9664\u3057\u3001\u8fc5\u901f\u304b\u3064\u7c21\u5358\u306bAirflow\u3092\u7acb\u3061\u4e0a\u3052\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001docker-compose\u3092\u7528\u3044\u305fAirflow\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u30d7\u30ed\u30bb\u30b9\u304b\u3089\u3001\u6700\u521d\u306e\u30e6\u30fc\u30b6\u30fc\u4f5c\u6210\u307e\u3067\u3092\u4e00\u6b69\u4e00\u6b69\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n\n

\u306f\u3058\u3081\u306b<\/h2>\n

\u4eca\u56de\u306f\u3001Docker\u3092\u4f7f\u7528\u3057\u3066Apache Airflow\u306e\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u624b\u9806\u3092\u8a73\u7d30\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002Apache Airflow\u306f\u3001\u8907\u96d1\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u3068\u76e3\u8996\u3092\u884c\u3046\u305f\u3081\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30c4\u30fc\u30eb\u3067\u3059\u3002Docker\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u74b0\u5883\u4f9d\u5b58\u6027\u3092\u6392\u9664\u3057\u3001\u8fc5\u901f\u304b\u3064\u7c21\u5358\u306bAirflow\u3092\u7acb\u3061\u4e0a\u3052\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001docker-compose\u3092\u7528\u3044\u305fAirflow\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u30d7\u30ed\u30bb\u30b9\u304b\u3089\u3001\u6700\u521d\u306e\u30e6\u30fc\u30b6\u30fc\u4f5c\u6210\u307e\u3067\u3092\u4e00\u6b69\u4e00\u6b69\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n\n

Docker Compose\u30d5\u30a1\u30a4\u30eb\u306e\u4f5c\u6210<\/h2>\n

\u6700\u521d\u306b\u3001Airflow\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306edocker-compose.yml<\/span>\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u3053\u306e\u30d5\u30a1\u30a4\u30eb\u306f\u3001Airflow\u30b5\u30fc\u30d3\u30b9\u306e\u8a2d\u5b9a\u3092\u542b\u307f\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u4f7f\u7528\u3059\u308bAirflow\u306e\u30a4\u30e1\u30fc\u30b8\u30d0\u30fc\u30b8\u30e7\u30f3\u3001\u30dd\u30fc\u30c8\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u3001\u30dc\u30ea\u30e5\u30fc\u30e0\u306e\u8a2d\u5b9a\u306a\u3069\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/span><\/p>\r\n

\r\n
version: '3.8'\r\n\r\nservices:\r\nweb:\r\nplatform: linux\/amd64\r\nimage: apache\/airflow:2.2.3\r\ncontainer_name: airflow\r\nports:\r\n- \"8081:8080\"\r\nvolumes:\r\n- .\/opt\/airflow:\/opt\/airflow\r\ncommand: airflow db init<\/code><\/pre>\r\n<\/div>\r\n
Airflow\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u521d\u671f\u5316<\/span><\/strong><\/span><\/span>
\r\n<\/span><\/p>\r\n
Airflow\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u521d\u671f\u5316\u3059\u308b\u305f\u3081\u306b\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/span><\/p>\r\n
<\/code><\/span><\/pre>\r\n
\r\n
docker-compose run web airflow db init\r\n<\/code><\/pre>\r\n<\/div>\r\n
<\/code><\/span><\/pre>\r\n<\/b>\r\n
<\/p>\n\n
Airflow\u306e\u8d77\u52d5<\/h2>\n
Airflow\u3092\u521d\u3081\u3066\u8d77\u52d5\u3059\u308b\u969b\u306b\u306f\u3001airflow db init<\/span> \u30b3\u30de\u30f3\u30c9\u3067\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u521d\u671f\u5316\u3057\u307e\u3059\u3002 \u305d\u306e\u5f8c\u3001docker-compose up<\/span> \u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u3057\u3066Airflow\u306e\u30a6\u30a7\u30d6\u30b5\u30fc\u30d0\u30fc\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002 \u30a6\u30a7\u30d6\u30b5\u30fc\u30d0\u30fc\u306e\u8d77\u52d5\u306f docker-compose.yml<\/span> \u30d5\u30a1\u30a4\u30eb\u5185\u306e\u30b3\u30de\u30f3\u30c9\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u6307\u5b9a\u3055\u308c\u305f\u30b3\u30de\u30f3\u30c9\u306b\u4f9d\u5b58\u3057\u307e\u3059\u3002<\/span><\/p>\r\n
<\/code><\/span><\/pre>\r\n
\r\n
docker-compose up<\/code><\/pre>\r\n<\/div>\r\n
<\/code><\/span><\/pre>\r\n
docker-compose.yml<\/code>\u30d5\u30a1\u30a4\u30eb\u306ecommand\u90e8\u5206\u3092webserver<\/code>\u306b\u5909\u66f4\u3057\u3066Web\u30b5\u30fc\u30d0\u30fc\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002<\/span><\/p>\r\n
\r\n
version: '3.8'\r\n\r\nservices:\r\nweb:\r\nplatform: linux\/amd64\r\nimage: apache\/airflow:2.2.3\r\ncontainer_name: airflow\r\nports:\r\n- \"8081:8080\"\r\nvolumes:\r\n- .\/opt\/airflow:\/opt\/airflow\r\n# command: airflow db init\r\ncommand: webserver<\/code><\/pre>\r\n<\/div>\r\n
\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u3067\u5b9f\u884c\u3059\u308b\u5834\u5408\u306f\u3001-d<\/code>\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/span><\/p>\r\n
\r\n
docker-compose up -d<\/code><\/pre>\r\n<\/div>\r\n

\r\n<\/p>\r\n
<\/p>\n\n
Airflow\u30b3\u30f3\u30c6\u30ca\u306e\u78ba\u8a8d<\/h2>\n
Airflow\u304c\u5b9f\u884c\u3055\u308c\u3066\u3044\u308b\u30b3\u30f3\u30c6\u30ca\u306e\u72b6\u614b\u3092\u78ba\u8a8d\u3059\u308b\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/span><\/p>\r\n
\r\n
docker-compose ps<\/code><\/pre>\r\n<\/div>\r\n
\"\"
\r\n<\/p>\r\n
<\/p>\n\n
Airflow\u30e6\u30fc\u30b6\u30fc\u306e\u4f5c\u6210<\/h2>\n
Airflow\u306b\u30ed\u30b0\u30a4\u30f3\u3059\u308b\u305f\u3081\u306e\u30e6\u30fc\u30b6\u30fc\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u307e\u305a\u3001docker ps<\/span>\u30b3\u30de\u30f3\u30c9\u3067\u30b3\u30f3\u30c6\u30ca\u306eID\u3092\u78ba\u8a8d\u3057\u3001\u5bfe\u8c61\u306e\u30b3\u30f3\u30c6\u30ca\u306b\u5bfe\u3057\u3066bash\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u958b\u59cb\u3057\u307e\u3059\u3002<\/span><\/p>\r\n
\"\"<\/p>\r\n
\r\n
docker exec -it <\u30b3\u30f3\u30c6\u30caID> bash<\/code><\/pre>\r\n<\/div>\r\n
\u6b21\u306b\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066\u30e6\u30fc\u30b6\u30fc\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u3053\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u540d\u3001\u540d\u3001\u59d3\u3001\u5f79\u5272\u3001\u304a\u3088\u3073\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/span><\/p>\r\n
\r\n
airflow users create \\\r\n--username \u30e6\u30fc\u30b6\u30fc\u30cd\u30fc\u30e0 \\\r\n--firstname \u540d\u524d \\\r\n--lastname \u540d\u5b57 \\\r\n--role Admin \\\r\n--email \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9<\/code><\/pre>\r\n<\/div>\r\n
\"\"<\/p>\r\n
\u5b9f\u884c\u5f8c\u3001\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u5165\u529b\u3057\u3066\u30e6\u30fc\u30b6\u30fc\u4f5c\u6210\u3092\u5b8c\u4e86\u3057\u307e\u3059\u3002<\/span><\/p>\n\n
\u30ed\u30b0\u30a4\u30f3\u3068\u4f7f\u7528\u958b\u59cb<\/h2>\n
\u30e6\u30fc\u30b6\u30fc\u4f5c\u6210\u5f8c\u3001\u30d6\u30e9\u30a6\u30b6\u304b\u3089http:\/\/127.0.0.1:8081\/login\/<\/code>\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u5148\u307b\u3069\u4f5c\u6210\u3057\u305f\u30e6\u30fc\u30b6\u30fc\u60c5\u5831\u3067\u30ed\u30b0\u30a4\u30f3\u3057\u307e\u3059\u3002\u3053\u308c\u3067\u3001Apache Airflow\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u7ba1\u7406\u3068\u5b9f\u884c\u3092\u958b\u59cb\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\r\n
\u307e\u305f\u30b9\u30b1\u30b8\u30e5\u30fc\u30e9\u30fc\u3092\u8d77\u52d5\u3059\u308b\u5834\u5408\u306b\u306fairflow scheduler -D\u3067\u8d77\u52d5\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\r\n
\"\"<\/p>\r\n
<\/p>\n\n
\u307e\u3068\u3081<\/h2>\n
\u3053\u306e\u8a18\u4e8b\u3092\u901a\u3058\u3066\u3001Docker\u4e0a\u3067Apache Airflow\u3092\u8a2d\u5b9a\u3057\u3001\u5b9f\u884c\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3092\u5b66\u3073\u307e\u3057\u305f\u3002\u3053\u306e\u65b9\u6cd5\u306f\u3001Airflow\u306e\u74b0\u5883\u69cb\u7bc9\u3092\u5bb9\u6613\u306b\u3057\u3001\u958b\u767a\u8005\u304c\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u81ea\u52d5\u5316\u3068\u7ba1\u7406\u3092\u8fc5\u901f\u306b\u958b\u59cb\u3067\u304d\u308b\u3088\u3046\u652f\u63f4\u3057\u307e\u3059\u3002\u305c\u3072\u3053\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u8a66\u3057\u3001\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u30bf\u30b9\u30af\u7ba1\u7406\u306e\u305f\u3081\u306bAirflow\u3092\u6d3b\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>","protected":false},"excerpt":{"rendered":"
\u4eca\u56de\u306f\u3001Docker\u3092\u4f7f\u7528\u3057\u3066Apache Airflow\u306e\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u624b\u9806\u3092\u8a73\u7d30\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002Apache Airflow\u306f\u3001\u8907\u96d1\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u3068\u76e3\u8996\u3092\u884c\u3046\u305f\u3081\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30c4\u30fc\u30eb\u3067\u3059\u3002Docke […]<\/p>\n","protected":false},"author":87,"featured_media":4498,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","swell_btn_cv_data":"","footnotes":"","_wp_rev_ctl_limit":""},"categories":[1249],"tags":[558,560,486,151,559,561],"class_list":["post-4493","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-knowledge","tag-airflow","tag-dag","tag-486","tag-151","tag-559","tag-561"],"_links":{"self":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/4493","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/users\/87"}],"replies":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/comments?post=4493"}],"version-history":[{"count":0,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/4493\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/media\/4498"}],"wp:attachment":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/media?parent=4493"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/categories?post=4493"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/tags?post=4493"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}